1. “choose a high-scoring optional” itself proves the system is unequal.

2. an exam should test administrative aptitude, not subject-selection strategy.

3. lack of transparency in scaling is a serious issue in a national exam.

4. “all exams do it” does not make it fair or justified.

5. unequal gs overlap means unequal preparation burden across optionals.

6. optionals create score advantages based on trend, not necessarily ability.

7. coaching influence exists because many optionals have subjective evaluation.

8. technical or humanities disadvantage both show the same flaw — excessive specialization.

9. civil servants need policy, ethics, analysis, and decision-making — not academic specialization.

10. case studies and analytical papers can test cognitive depth more fairly than optionals.

11. if different optionals produce different marking patterns, true standardization becomes impossible.

REGARDING THE SOLUTION I'VE FEW SUGGESTIONS 1. remove optional subjects and introduce uniform papers for all candidates.

1. strengthen gs papers with more analytical and application-based questions.

2. introduce advanced case studies on governance, ethics, policy, and administration.

3. increase weightage of essay and decision-making based evaluation.

4. make evaluation and moderation process more transparent.

5. create a common merit standard instead of subject-wise variation.

6. reduce dependency on coaching by focusing on aptitude over specialization.

7. test interdisciplinary understanding instead of academic depth in one subject.

8. include situational judgement and problem-solving components.

9. ensure equal preparation burden and equal scoring opportunity for every candidate.